Table 4 Performance comparison based on overall accuracies, average accuracies, and Kappa statistics for DBN, DWT-DBN and proposed DWT-PCA-DBN
From: Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks
Classifiers | Overall accuracies (%) | Average accuracies (%) | Kappa statistics |
|---|---|---|---|
DBN | 91 | 89 | 0.4811 |
DWT-DBN | 93 | 91 | 0.5732 |
DWT-PCA-DBN | 97 | 95 | 0.6522 |